The Resource Advanced computer vision with TensorFlow, Marvin Bertin

Advanced computer vision with TensorFlow, Marvin Bertin

Label
Advanced computer vision with TensorFlow
Title
Advanced computer vision with TensorFlow
Statement of responsibility
Marvin Bertin
Creator
Speaker
Subject
Language
eng
Summary
"TensorFlow has been gaining immense popularity over the past few months, due to its power and simplicity to use. This video will help you leverage the power of TensorFlow to perform advanced image processing. This course is a continuation of the Intro to Computer Vision course, building on top of the skills learned in that course. In this course, you'll dive deeper as we cover more advanced computer vision concepts. You will implement multiple state-of-the-art deep learning papers from scratch using the TensorFlow-Keras API. This course will teach you how to construct efficient CNN architectures with CNN Squeeze layers and delayed downsampling . You'll learn about residual learning with skip connections and deep residual blocks, and see how to implement a deep residual neural network for image recognition. You'll find out about Google's Inception module and depthwise separable convolutions and understand how to construct an extreme Inception architecture with TF-Keras. Finally, you'll be introduced to the exciting new world of adversarial neural networks, which are responsible for recent breakthroughs in synthetic image generation and implement an auxiliary conditional GAN."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Bertin, Marvin
LC call number
Q325.5
PerformerNote
Presenter, Marvin Bertin
Runtime
119
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
  • Image processing
  • Computer vision
Technique
live action
Label
Advanced computer vision with TensorFlow, Marvin Bertin
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788479448
Instantiates
Publication
Note
Title from resource description page (Safari, viewed January 8, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1018480386
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000925
System control number
(OCoLC)1018480386
Video recording format
other
Label
Advanced computer vision with TensorFlow, Marvin Bertin
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788479448
Publication
Note
Title from resource description page (Safari, viewed January 8, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1018480386
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000925
System control number
(OCoLC)1018480386
Video recording format
other

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
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